97 lines
3.0 KiB
C++
97 lines
3.0 KiB
C++
/*******************************************************************************
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* Copyright (c) 2019 Konduit
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author raver119@gmail.com
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//
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#include "testlayers.h"
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#include <Graph.h>
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#include <chrono>
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#include <Node.h>
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#include <ops/declarable/CustomOperations.h>
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#include <graph/profiling/GraphProfilingHelper.h>
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#include <type_conversions.h>
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#include <helpers/threshold.h>
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#include <helpers/MmulHelper.h>
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#include <ops/ops.h>
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#include <OmpLaunchHelper.h>
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#include <GradCheck.h>
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#include <ops/declarable/helpers/im2col.h>
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#include <Loops.h>
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#include <RandomLauncher.h>
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#include <helpers/BenchmarkHelper.h>
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#include <ops/declarable/helpers/scatter.h>
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#include <helpers/ConstantShapeHelper.h>
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#include <helpers/ConstantTadHelper.h>
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#include <array>
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#include <performance/benchmarking/FullBenchmarkSuit.h>
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#include <performance/benchmarking/LightBenchmarkSuit.h>
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#include <ops/declarable/helpers/legacy_helpers.h>
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#include <execution/ThreadPool.h>
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using namespace nd4j;
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using namespace nd4j::graph;
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class PerformanceTests : public testing::Test {
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public:
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int numIterations = 100;
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PerformanceTests() {
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samediff::ThreadPool::getInstance();
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}
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};
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#ifdef RELEASE_BUILD
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TEST_F(PerformanceTests, test_maxpooling2d_1) {
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std::vector<Nd4jLong> valuesX;
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// auto x = NDArrayFactory::create<float>('c', {32, 3, 224, 224});
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// auto z = NDArrayFactory::create<float>('c', {32, 3, 224, 224});
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auto x = NDArrayFactory::create<float>('c', {8, 3, 64, 64});
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auto z = NDArrayFactory::create<float>('c', {8, 3, 64, 64});
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x.linspace(1.0f);
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Nd4jLong k = 5;
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Nd4jLong iArgs[] {k,k, 1,1, 0,0, 1,1, 1};
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Context ctx(1);
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ctx.setInputArray(0, &x);
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ctx.setOutputArray(0, &z);
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ctx.setIArguments(iArgs, 9);
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nd4j::ops::maxpool2d op;
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for (int i = 0; i < numIterations; i++) {
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auto timeStart = std::chrono::system_clock::now();
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op.execute(&ctx);
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auto timeEnd = std::chrono::system_clock::now();
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auto outerTime = std::chrono::duration_cast<std::chrono::nanoseconds>(timeEnd - timeStart).count();
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valuesX.emplace_back(outerTime);
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if ((i + 1) % 1000 == 0)
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nd4j_printf("Iteration %i finished...\n", i + 1);
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}
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std::sort(valuesX.begin(), valuesX.end());
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nd4j_printf("Execution time: %lld; Min: %lld; Max: %lld;\n", valuesX[valuesX.size() / 2], valuesX[0], valuesX[valuesX.size() - 1]);
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}
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#endif |